{
 "cells": [
  {
   "cell_type": "markdown",
   "source": [
    "## Matplotlib 网格线\n",
    "### 绘制添加网格线\n",
    "使用 grid() 函数在绘制时添加网格线"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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A59gA70osMkRERDK28kAmKmsMaBXshT7N/UXHsTkWGSIiIpmqqTVi2R7TJN+pfaKgUDj+BnhXsusiYzAY8PrrryMqKgpubm5o1qwZ5s6dC0mSREcjIiISbu2xHOSV6hDg5Yq7OoaKjiOEi+gAN/Lee+/h888/x9dff402bdrg0KFDePTRR+Hj44Nnn31WdDwiIiJhJEnCkp2mqzGTe0bA1cU5NsC7kl0XmT179mDMmDEYOXIkACAyMhKrVq3CgQMHBCcjIiISa+/Zi0jKKYVWrcSE7s6zAd6V7PqjpV69emHz5s04deoUAODIkSPYtWsXhg8fLjgZkXUYjRLWHcvFhSrRSYjI3n1ZdzXm/rim8PXQCE4jjl1fkZk1axZKS0vRqlUrqFQqGAwGzJs3DxMmTLjua3Q6HXQ6Xf3fS0tLAQB6vR56vd5i2S4dy5LHdGQcL/PM/ysVn29Pg5+rCvdVVcNTdCA7x/PKfBwr88lhrM5cqMDm5HwoFMDD3cOEZbXmWJl7TIVkxzNnv/vuO7z00kv4z3/+gzZt2iAxMREzZ87E/PnzMXny5Gu+Zvbs2ZgzZ85Vj69cuRLu7u7WjkzUYIkXFfjq1P8+4x4VbsDgJnb7vycRCfT9WSX25CnR1teIx1oZRcexisrKSowfPx4lJSXw9va+7vPsusiEhYVh1qxZmDFjRv1jb7/9NlasWIHk5ORrvuZaV2TCwsJQUFBww4G4VXq9Hps2bcLgwYOhVqstdlxHxfG6sZTcMoxdfACVNQZ0aOKNI+dK4aZWYdPM3gjy1oqOZ7d4XpmPY2U+ex+rixU16PfBDuhqjfh2ahd0i/QTlsWaY1VaWgp/f/+bFhm7/mipsrISSuXl03hUKhWMxuu3T1dXV7i6Xn2zLLVabZUT0lrHdVQcr6sVV9bgqVVHUFljQO/mjbF4YieM+GAT0ssN+GjzWXw4toPoiHaP55X5OFbms9ex+iE+HbpaI9o18UGv5oF2sXeMNcbK3OPZ9WTf0aNHY968eVi7di3S09Px66+/Yv78+bjnnntERyOyiFqDEc+sOozMwko09XXDpw91hlqlxL1RBgDAzwnZOJJVLDYkEdmNar0B3+xNB2C6HYE9lBjR7LrIfPLJJ7j//vvx1FNPITY2Fi+++CKmT5+OuXPnio5GZBH/2ZCCnakFcFOr8MWkLvUrDyI8gXs6hgAA5qxO4iaQRAQA+CMxBwXlNQjx0WJEuxDRceyCXX+05OXlhQULFmDBggWioxBZ3O+J57Box1kAwH8eaI/WoZd/BvzC4BbYcCIfCZnF+ONIDsZ0bCIiJhHZCUmSsGSX6T3j0d6RUKvs+lqEzXAUiAQ4fq4E//z5KADgqTubYVT7q7cWD/LWYkb/5gCAd9cno7Km1qYZici+7EgtwKm8cnhoVHiwa7joOHaDRYbIxi6W6zB9eTyq9UbcGROAF4bEXPe5U/tEoamvG86XVGPR9rM2TElE9mbJTtN7wINdw+HjZn+TkEVhkSGyIb3BiBkrE3CuuApR/h7477hOUCmvP1lPq1bhlRGxAIBFO87gXDG3/CVyRsm5pdiZWgClwvSxEv0PiwyRDc1bexL7zhbCQ6PCF5PizPqtanjbYHSL8kO13oh31197/yQicmyXbg45vG0Iwvy4uevfscgQ2ciPh7KwbE86AGD+gx3RIsjLrNcpFAq8Obo1FApg9ZEcHEovtGJKIrI3+aXV+D3xHABgat8owWnsD4sMkQ0kZhXj1d+OAwCeG9gCQ9sE39Lr24T6YFzXMADAnNUnYDRyOTaRs/hmbwb0BglxEb7oHO4rOo7dYZEhsrL8smo8sTweNbVGDG4dhOcGtmjQcV4YEgMvVxccO1eCnxOyLZySiOxRVY0BK/ZnAAAe49WYa2KRIbKimlojnlqRgNzSajQP9MT8sR2gvMHk3hvx93TFMwNNy7Hf35CCch2XYxM5up8SslFcqUe4nzsGt761K7nOgkWGyIpmr07CoYwieGld8MWkOHhpb2/J5CO9ohDl74ELZTp8tvW0hVISkT0yGiUs3WWa5Duld+QNVzg6MxYZIiv5dn8GVu7PhEIBfDyuE6IDPG/7mBoXJV6tW4795c40ZF6svO1jEpF92pycj7SCCnhrXfBAlzDRcewWiwyRFRxKL8TsP5IAAC8OiUH/VoEWO/bA2ED0beGPGoMR/1530mLHJSL7cmkDvPHdI+Dhatd3FBKKRYbIwnJLqvHEigToDRJGtAvGU3c2s+jxFQoFXh/VGiqlAn8m5WLPmQKLHp+IxDuWXYL9aYVwUSowuVeE6Dh2jUWGyIKq9QZMXxGPgnIdWgV74T/3d4BCYfnPtVsGeWFCd9O9Vt5afQIGLscmciiXbg45ukMoQnzcBKexbywyRBYiSRJe++04jmQVo5G7Gl9M6mLVy8H/GNQSPm5qJOeW4buDmVb7PkRkWznFVVhz9DwA0/3W6MZYZIgs5Ju9GfgpPhtKBfDpQ50R3ti624j7emjwj0GmPWk+3HgKJVV6q34/IrKNZXvSYTBK6BndGG2b+IiOY/dYZIgsYO+Zi3hrzQkAwCsjYtGnhb9Nvu+EHhFoHuiJwooafLI51Sbfk4isp1xXi1X7TVdYp3EDPLOwyBDdpuyiSsxYmQCDUcLdHUNteilYrVLi9VGtAZh+iztzodxm35uILO/7g1ko09UiOsAD/WMst9rRkbHIEN2GqhoDpi+PR2FFDdo28ca797W3yuTeG+nXMgADWwWi1ihh3louxyaSq1qDEV/tNm2AN7VPVIN3AXc2LDJEDSRJEmb9chRJOaVo7KHBokldoFWrhGR5dWQs1CoFtiTnY/upC0IyENHt2ZCUh+yiKvi6q3Ff56ai48gGiwxRAy3ZmYbfE3OgUirw2YTOaNJI3BLJ6ABPTO4ZCQCYu+YE9AajsCxE1DCXllxP6hEh7JciOWKRIWqAnakX8M5608c4b4xqjR7RjQUnAp4Z2AJ+Hhqczi/Hin0ZouMQ0S2IzyjE4cxiaFRKTKr7pYTMwyJDdIsyL1bi6ZWHYZSAB+Ka4uGe9rHrpo+bGi8OiQEALPgrFUUVNYITEZG5luw0zY25u1MoArxcBaeRFxYZoltQoavF48sPoaRKj45hjTD37rY2n9x7Iw92DUNsiDdKqvT46K9TouMQkRkyL1ZiQ1IuAGBa32jBaeSHRYbITJIk4aWfjiA5twwBXq5YODHO7j7HVikVeKNuOfa3+zNxKq9McCIiupmlu9NglIA7WgagZZCX6DiywyJDZKb/23YG647lQq1SYOHEzgj20YqOdE09mzXGsDbBMBglzF1zApLE+zAR2auSSj1+OJQFAHiMG+A1CIsMkRm2JOfhg40pAIC3xrRFXISf4EQ39sqIWGhclNiZWoC/TuaLjkNE17HqYCYqawxoFeyFPs1tsyO4o2GRIbqJMxfK8dyqREgSMKF7OB7qFi460k2FN3bHtLodhuetPQFdrUFwIiK6Uk2tEct2pwMwbYBnT/Pt5IRFhugGyqr1ePybQyjT1aJLhC/eHN1GdCSzPdW/OQK8XJF+sRJf70kXHYeIrrDu2HnkllYjwMsVd3UMFR1HtlhkiK7DaJTwj++P4MyFCgR7a/F/EztD4yKf/2U8XV3w8lDTcuxPNp/GhTKd4EREdIkkSVi807QB3uSeEXB1sa+FA3Iin3dlIhv77+ZU/HUyDxoXJRZNikOgl31O7r2R+zo3RfumPijT1eLDujk+RCTevrOFSMophVatxITu9rEXlVyxyBBdw4akXPx3cyoA4J172qFDWCOxgRpIqVTgzdGm5djfH8rC8XMlghMREQAsqbsac39cU/h6aASnkTcWGaIrnMorw/PfJwIAHu0difvi5H3ztrgIP9zVIRSSBLzF5dhEwp25UI7NyflQKIApvbnk+naxyBD9TUmlaXJvRY0BPaMb45URsaIjWcSs4a2gVStxIK0Q64/nio5D5NS+3GW6HcHAVkGIDvAUnEb+WGSI6hiMEp797jDSL1aiSSM3fDq+E9Qqx/hfJLSRG6bf0QwAMG/tSVTruRybSITCihr8HJ8NgBvgWYpjvEsTWcAHG1Ow/dQFaNWmyb2NPR3rxm1P9GuGEB8tzhVX1X8+T0S2tWJfBnS1RrRr4oNuUfa9saZcsMgQAVhzNAefbzsDAHjvvvZo28RHcCLLc9OoMGt4KwCm2y3klVYLTkTkXKr1BnyzNx0AMK0vN8CzFBYZcnonckrx0o9HAQDT+0VjTMcmghNZz10dQhEX4YvKGgPe+zNZdBwip/JHYg4KymsQ4qPFiHYhouM4DBYZcmpFFTV4fPkhVOkN6NvCHy8PbSU6klUpFP+7O/YvCedwOLNIcCIi5yBJEpbsMn2k+2jvSIeZf2cPOJLktGoNRjy9KgHZRVWIaOyOTx7qBJXS8S/1dghrhPvrlpRzOTaRbexILcCpvHJ4aFR4sKv9369NTlhkyGm9sz4Zu09fhLtGhS8mdUEjd+fZlOrloTHw0KhwOLMYvyfmiI5D5PAuTbB/sGs4fNzUgtM4FhYZckq/JGTX7+Uwf2wHxAR7CU5kW4HeWjzVvzkA4N31yaisqRWciMhxJeeWYmdqAZQK08dKZFksMuR0jmYXY9YvxwAAzwxojmFtnXPS3dQ+UQjzc0NuaTUWbudybCJr+XKn6Zem4W1DEObnLjiN42GRIadyoUyH6cvjUVNrxMBWgfjHoJaiIwmjVavwat3OxYu2n0F2UaXgRESOJ7+suv7j26ncAM8qWGTIaegNRsz4NgHnS6oRHeCBj8Z1hNIJJvfeyNA2wegR7QddrRHvrudybCJL+2ZPBmoMRsRF+KJzuK/oOA6JRYacxtw1J3AgvRBeri5Y/HAXeGs54c60HLsNlApgzdHzOJheKDoSkcOoqjFgxf4MAMC0PrwaYy0sMuQUvj+YiW/2ZkChABaM64hmvFFbvdah3vXLQeesToLRyOXYRJbwU0I2iiv1CPNzw5A2waLjOCwWGXJ4CZlFeP23JADA84NaYmBskOBE9ueFIS3h5eqC4+dK8VPdDe2IqOGMRglL61ZGTukd5RR7VInCIkMOLa+0Gk8sj0eNwYhhbYIxo27JMV3O39MVzw1qAQB4f0MKyqr1ghMRydvm5HykFVTAS+uCsV3CRMdxaCwy5LB0tQY8sSIe+WU6tAzyxAdjOzj95N4bebhnJKL9PVBQrsNnW8+IjkMka5c2wBvfPRweri6C0zg2FhlySJIk4Y3fknA4sxjeWhd8MakLPPlmckMaFyVeHWlajr10VxoyLlYITkQkT8eyS7A/rRAuSgUe6RUpOo7DY5Ehh7Rifya+P5QFpQL4ZHxnRPp7iI4kCwNaBaJvC3/UGIyYt/ak6DhEsnTp5pCj2ocgxMdNcBrHxyJDDudAWiHm/GGa3PvPYa3Qr2WA4ETycenu2CqlAhtP5GHP6QLRkYhkJae4CmuOngcATOsbLTiNc2CRIYeSU1yFp76NR61RwugOoXj8Dr6R3KoWQV6Y1CMCgOnu2LUGo+BERPLx9Z50GIwSekT7oW0TH9FxnAKLDDmMar0B05fHo6C8Bq1DvPH+fe2hUHByb0PMHNQCjdzVSM4tw3cHs0THIZKFcl0tVh7IBAA8xqsxNsMiQw5BkiS88ssxHDtXAl93NRZNioObRiU6lmw1ctfU34fqw40pKKnkcmyim/nhYBbKqmsRHeCB/jGBouM4DRYZcghLd6fjl8PnoFIq8Nn4zrzDrAVM6B6OlkGeKKrU47+bU0XHIbJrtQYjlu42bYA3tU8Ut3qwIRYZkr3dpwvw73WmFTavjohFr+b+ghM5BheVEq+Pag0A+GZvOk7nlwtORGS/Np7IQ3ZRFXzd1bi3U1PRcZwKiwzJWlZhJZ5emQCDUcJ9nZvi0d6RoiM5lL4tAjAoNhC1Rgnz1p4QHYfIbi2u2wBvUo8IfqxtYywyJFuVNbV4fHk8iir16NDUB/PuacvJvVbw6sjWUKsU2JpyAVtT8kXHIbI78RlFOJxZDI1KiYk9I0THcTosMiRLkiTh5Z+O4uT5Uvh7arBwUhy0av4WZA1R/h54tHcUAODtNSeg53Jsostcuh3B3Z1CEeilFZzG+bDIkCwt2nEWa46eh4tSgc8nxnH3TCt7ekBzNPbQ4MyFCizfmyE6DpHdyLxYiQ1JuQC4AZ4oLDIkO9tS8vHen8kAgNl3tUHXSD/BiRyft1aNF4fGAAAW/HUKhRU1ghMR2Yelu9NglIA7WgagZZCX6DhOiUWGZCWtoALPrjoMSQIe6haGCd3DRUdyGmO7hCE2xBul1bX4aNMp0XGIhCup0uOHQ6YNIx/rGyU4jfNikSHZKNfV4vFvDqG0uhadwxth9l1tOLnXhlRKBd4cbVqO/e3+DCTnlgpORCTWqgOZqKwxoFWwF/pw2wdh7L7InDt3DhMnTkTjxo3h5uaGdu3a4dChQ6JjkY0ZjRKe/z4RqfnlCPRyxcKJcXB14eReW+sR3Rgj2gXDKAFz15yAJEmiIxEJoTcYsWx3OgDTBnj8pUocuy4yRUVF6N27N9RqNdavX48TJ07gww8/hK+vr+hoZGOfbj2NjSfyoFEpsWhSHAK9uTJAlH8Nj4XGRYndpy9i04k80XGIhFh79DxyS6sR4OWKuzqGio7j1FxEB7iR9957D2FhYfjqq6/qH4uK4ueQzmbTiTzMr5uT8fY9bdEpnEVWpDA/dzzWNwqfbT2DeetOol9MAK+OkVORJAlLdpmWXE/uGcHzXzC7LjJ//PEHhg4digceeADbt29HkyZN8NRTT+Gxxx677mt0Oh10Ol3930tLTZ/j6/V66PWWu/HdpWNZ8piOrKHjdeZCBWZ+fxgAMKl7GO7pEOzwYy6Hc+ux3hH48VA2Mi5WYsmOM3hc0ERHOYyVveBYme9mY7U/rRDHz5VCq1ZibFyoU4+pNc8rc4+pkOz4Q26t1vTxwfPPP48HHngABw8exHPPPYeFCxdi8uTJ13zN7NmzMWfOnKseX7lyJdzdeSNBOamqBeYfUyG/WoFmXhJmtDZAZdcfhjqXAxcU+Pa0Cq4qCa91NMBbIzoRkW0sTlbieJESvYOMGBvNDSKtpbKyEuPHj0dJSQm8vb2v+zy7LjIajQZdunTBnj176h979tlncfDgQezdu/ear7nWFZmwsDAUFBTccCBulV6vx6ZNmzB48GCo1WqLHddR3ep4GYwSnvj2MLadKkCIjxa/PtEdjT1dbZBUPLmcW0ajhAcW78fR7FI8ENcE/767jc0zyGWs7AHHynw3GquzFyow9OPdUCiADc/2RpS/h6CU9sGa51VpaSn8/f1vWmTs+qOlkJAQtG7d+rLHYmNj8fPPP1/3Na6urnB1vfoHnlqttsr/vNY6rqMyd7z+uyEF204VwNVFiS8mdUGwr6cN0tkXOZxbb45ui/s+34OfEs5hcq8otG3iIySHHMbKXnCszHetsfpmv2nfmIGtgtAypJGAVPbJGueVucez6wv1vXv3RkpKymWPnTp1ChERvCmXI1t37Dw+3XoaAPDufe3QrqmYH450c3ERvhjTMRSSBMxZncTl2OTQCitq8FN8NgBgGjfAsxt2XWT+8Y9/YN++ffj3v/+N06dPY+XKlfjiiy8wY8YM0dHISpJzS/Hij0cAANP6ROGeTk0FJ6KbmTW8FdzUKhxML8LaY+dFxyGymhX7MqCrNaJdEx90j+KtUeyFXReZrl274tdff8WqVavQtm1bzJ07FwsWLMCECRNERyMrKK6swePfxKOyxoA+zf0xa3gr0ZHIDCE+bniiXzMAwDvrklGtNwhORGR51XoDvtmbDsB0NYYb4NkPu54jAwCjRo3CqFGjRMcgK6s1GPHMqsPILKxEmJ8bPnmoE1y4REk2Hr8jGt8fzMS54ios3nEWzwxsIToSkUX9kZiDgvIahPhoMaJdiOg49Df8SUF24T8bUrAztQBuahW+mNQFvh5cyysnbhoVZo2IBQD837YzyC2pFpyIyHL+vgHeI70ioeYvWXaF/zVIuN8Tz2HRDtObxAcPdEBsiOWWyZPtjG4fgi4RvqjSG/Den8mi4xBZzI7UApzKK4eHRoVx3cJFx6ErsMiQUMfPleDln44CAJ66sxlGtuclW7lSKBR4c3QbKBTAr4fPISGzSHQkIotYstP0i9bYrmHwcePSdXvDIkPCXCzXYfryeOhqjbgzJgAvDIkRHYluU7umPri/s2ml2VurT8Bo5HJskrfk3FLsTC2AUgFM6c0l1/aIRYaE0BuMmLEyAeeKqxDl74H/jusElZKrABzBS8Ni4KFRITGrGL8fOSc6DtFt+XJnGgBgWNtghPnxNjf2iEWGhJi39iT2nS2Ep6sLFj8cx8u1DiTQS4unB5hWLb27PhkVulrBiYga5kKZDr8n5gAApvWNFpyGrodFhmzux0NZWLYnHQAwf2wHNA/0EhuILG5Kn0iE+7kjr1SHhdvPiI5D1CAr9mehxmBE5/BG6BzuKzoOXYfZRSYnJ8eaOchJHMkuwau/HQcAzBzUAkPaBAtORNbg6qLCK3XLsb/YcRbZRZWCExHdmhoDsOqg6b5Kj/FqjF0zu8i0adMGK1eutGYWcnClNcCMVYmoqTVicOsgPDuAm6Y5sqFtgtAzujF0tUa8s57LsUleDlxQoKhSjzA/N/7CZefMLjLz5s3D9OnT8cADD6CwsNCamcgB1dQasfSUCnmlOjQP9MT8sR2g5OReh6ZQKPDG6NZQKoC1R89j/9mLoiMRmcVolLD9vOnH45TeUVyIYOfMLjJPPfUUjh49iosXL6J169ZYvXq1NXORg5m7LhlpZQp4aV3wxaQ4eGk5udcZxIZ446G6DcTeWnMCBi7HJhnYeuoC8qtN71dju4SJjkM3cUv3WoqKisKWLVvw6aef4t5770VsbCxcXC4/REJCgkUDkvx9uz8D3x3MhgIS5j/QDtEBnqIjkQ09P7gl/jiSg6ScUvwUn4UHu3JnVLJvS3dnAADGdWkKD1e7vyWh07vl/0IZGRn45Zdf4OvrizFjxlxVZIj+7lB6IWb/kQQAGBluxJ0tAwQnIltr7OmK5wa2wNtrT+I/G1Iwol0Ir8iR3TqWXYID6UVQKiRM6sHSLQe31EIWL16MF154AYMGDUJSUhICAvhDia4vt6QaT6xIgN4gYXibIAzy4uZozurhnpFYuT8TZwsq8OmW0/hX3YomIntz6eaQnRpLCPHRCk5D5jB7jsywYcPwz3/+E59++il++eUXlhi6oWq9AdNXxKOgXIdWwV54917TPXjIOWlclHh9VGsAwNLdaUgvqBCciOhqOcVVWHv0PACgf4hRcBoyl9lFxmAw4OjRo3j44YetmYccgCRJeO234ziSVYxG7mp8MakL3DX8CNLZ9W8ViH4tA6A3SJi37qToOERX+XpPOmqNErpH+SKMU/lkw+wis2nTJjRt2tSaWchBfLM3Az/FZ0OpAD59qDPCG/P+JGTy+qhYqJQKbDqRh12pBaLjENUr19Vi5YFMAMCU3pFiw9At4S0KyKL2nrmIt9acAAC8MiIWfVr4C05E9qR5oBcm9YgAALy1Jgm1Bl6+J/vww8EslFXXIjrAA3fyfUtWWGTIYrKLKjFjZQIMRgl3dwzF1D685T1d7R+DWsLXXY1TeeVYVfcbMJFIBqOEpbtNd7me2ieKm3XKDIsMWURVjQHTl8ejsKIGbZt449372kPB2b10DT7uajw/uCUAYP6mUyip1AtORM5uQ1Iusouq4Ouuxr2dOIVCblhk6LZJkoRZvxxFUk4pGntosGhSF2jVKtGxyI491C0cMUFeKKrUY8HmU6LjkJNbstO05HpSjwi4afjeJTcsMnTbluxMw++JOXBRKvB/EzqjSSM30ZHIzrmo/rcce/neDJzOLxOciJxVfEYREjKLoVEpMbFnhOg41AAsMnRbdqZewDvrTUtp3xjdGt2jGwtORHLRp4U/BrcOQq1Rwtw1XI5NYnxZtwHe3Z1CEejFDfDkiEWGGizzYiWeXnkYRgkY26Vp/WoUInO9OiIWapUC209dwNbkfNFxyMlkFVbiz+O5AICpfaIFp6GGYpGhBqnQ1eKxbw6hpEqPjmGN8NaYtpzcS7cs0t8DU3qbVrfNXXsCei7HJhtaujsNRgm4o2UAYoK9RMehBmKRoVsmSRJe/PEIUvLKEODlioUT4zi5lxrs6QHN4e+pwdkLFfhmb4boOOQkSqr0+OFgFgBgGreKkDUWGbpl/7ftDNYfz4VapcDCiZ0RzBur0W3w0qrx4pAYAMCCv07hYrlOcCJyBt8dyERFjQExQV7oyw3wZI1Fhm7JluQ8fLAxBQAwd0xbxEX4CU5EjuCBLmFoE+qNsupazN/E5dhkXXqDEcv2pAMApvaN4sfiMsciQ2Y7c6Ecz61KhCQBE3uEY1y3cNGRyEGolAq8OboNAGDVgUycPF8qOBE5srVHz+N8STX8PV0xpmOo6Dh0m1hkyCxl1Xo8/s0hlOlq0TXSF2+MaiM6EjmYblF+GNkuBEYJeGv1CUiSJDoSOSBJkrCkbsn15J4RcHXh/D65Y5GhmzIaJfzj+yM4c6ECwd5a/N+EOGhceOqQ5c0a3goaFyX2nr2IDUl5ouOQA9p3thDHz5VCq1ZiAreMcAj8aUQ39d/NqfjrZB40LkosmhSHAC9X0ZHIQYX5uWP6Hab9PP697iR0tQbBicjRXNoA777OTeHnoRGchiyBRYZu6M/jufjv5lQAwDv3tEOHsEZiA5HDe6JfMwR5uyKzsBJLd6WLjkMO5MyFcvx10rTx4lQuuXYYLDJ0XafyyvDCD4kAgEd7R+K+ON4VlqzPw9UF/xzWCgDw6ZZU5JdVC05EjmLprjQAwKDYQEQHeApOQ5bCIkPXVFJpmtxbUWNAr2aN8eqIWNGRyInc3bEJOoQ1QkWNAf/5M0V0HHIAhRU1+Ck+GwAwrS9vR+BIWGToKgajhGe/O4z0i5Vo0sgNn47vDBcVTxWyHaVSgTdHm+6O/VNCNo5llwhORHL37b4M6GqNaNvEG92juP+VI+FPJ7rKBxtTsP3UBWjVSnzxcBwnxJEQncN9cU+nJpAkYM7qJC7Hpgar1hvwdd3tLx7rG80N8BwMiwxdZs3RHHy+7QwA4P37O6BNqI/gROTM/jmsFdzUKhzKKMKao+dFxyGZ+uNIDgrKdQjx0WJEuxDRccjCWGSo3omcUrz041EAwPR+0birA3e8JLGCfbR48s5mAIB31yejqobLsenWSJKEL3eaJvk+0isSan5M7nD4X5QAmCbCPb78EKr0BvRt4Y+Xh7YSHYkIAPD4HdFo0sgN54qr8MWOs6LjkMzsTC1ASl4ZPDQq3lbFQbHIEGoNRjy9MgHZRVWIaOyOTx7qBJWSnyGTfdCqVfjXCFOxXrj9DM6XVAlORHKyeKep/I7tGgYfN7XgNGQNLDKEd9YnY8+Zi3DXqPDFpC5o5M7JvWRfRrYLQbdIP1TpDXhvfbLoOCQTKbll2JlaAKUCmNKbG+A5KhYZJ/dLQja+rNskav7YDogJ9hKciOhqCoUCb4xuDYUC+C0xB/EZRaIjkQwsqbsaM6xtMML83AWnIWthkXFiR7OLMeuXYwCAZwc0x7C2nM1P9qttEx88ULe79Furk2A0cjk2XV9+WTV+T8wBwA3wHB2LjJO6UKbD9OXxqKk1YmCrQMwc1FJ0JKKbenFoDDxdXXAkuwS/Hj4nOg7ZseV7M1BjMKJzeCN0DvcVHYesiEXGCekNRsz4NgHnS6oRHeCBj8Z1hJKTe0kGAr20eHpAcwDAe38mo0JXKzgR2aOqGgNW7PvfBnjk2FhknNDcNSdwIL0QXq4uWPxwF3hrOZOf5OPR3pGIaOyO/DIdFtXtD0L0dz8nZKOoUo8wPzcMaRMsOg5ZGYuMk/n+YCa+2ZsBhQJYMK4jmvEOsCQzri4qvFJ3E9Mvd2fgIm+OTX9jNEr1d7me0juKW0k4ARYZJxKfUYTXf0sCADw/qCUGxgYJTkTUMENaB6F388aoqTXijwy+jdH/bEnOx9mCCnhpXfBAlzDRccgG+A7gJPJKq/HkinjUGIwY3ja4fp4BkRwpFAq8Pqo1lAogsVCJ/WmFoiORnViyy7Tkenz3cHi6ughOQ7bAIuMEdLUGPLEiHvllOsQEeeGDBzrw7q8ke62CvTGuq2k59rx1KTBwObbTO36uBPvOFsJFqcAjvSJFxyEbYZFxcJIk4Y3fknA4sxjeWhd88XAcPPhbCjmI5wY0h5tKwsncMvxwKEt0HBLs0gZ4o9qHIMTHTXAashUWGQe3Yn8mvj+UBaUC+GR8Z0Q09hAdichi/Dw0GBZmBAB8sCEFpdV6wYlIlPMlVVhz9DwAboDnbFhkHNiBtELM+cM0ufefw1qhX8sAwYmILK9vkIRofw9crKjBp1tOi45Dgizbk45ao4Qe0X5o28RHdByyIRYZB5VTXIWnvo1HrVHC6A6hePwO/oZCjkmlBF4ZbtqZ+qvdaUgrqBCciGytXFeLlfszAQDT+vC9ztmwyDigar0B05fHo6C8Bq1DvPH+fe05uZccWr+WAbgzJgB6g4R5a0+IjkM29uOhLJRV1yLa3wMDWgWKjkM2xiLjYCRJwr9+OYZj50rg56HBFw/HwU2jEh2LyOpeG9kaLkoF/jqZj52pF0THIRsxGCUs3V23AV6fKN5uxQmxyDiYpbvT8evhc1ApFfh0fCc09eWt68k5NA/0xMM9IwGYbsNRazCKDUQ2sSEpF1mFVfB1V+O+zk1FxyEBWGQcyO7TBfj3upMAgNdGxqJXM3/BiYhs67mBLeDrrsapvHKsPJApOg7ZwKUl1xN7RPDqs5NikXEQWYWVeHplAgxGCfd1bsrNoMgp+bir8fyQGADA/E2nUFxZIzgRWVN8RhESMouhUSkxqWeE6DgkCIuMA6isqcXjy+NRVKlHh6Y+mHdPW07uJaf1UNcwxAR5obhSjwV/pYqOQ1b0Zd3tCMZ0DEWgl1ZwGhKFRUbmJEnCyz8dxcnzpfD31GDhpDho1by8Ss7LRaXEG6NbAwCW78tAal6Z4ERkDVmFlfjzeC4AboDn7FhkZG7h9rNYc/Q8XJQKfD4xjttyEwHo3dwfQ1oHwWCUMHftSUgS78PkaJbuToNRAvq28EdMsJfoOCQQi4yMbUvJx/sbkgEAs+9qg66RfoITEdmPV0fGQqNSYsepC9iaki86DllQSZUePxw03VvrMV6NcXqyKjLvvvsuFAoFZs6cKTqKcGkFFXh21WFIEvBQt3BM7MGJbkR/F9HYA4/2iQQAzF1zEjW1XI7tKL47kImKGgNigrzQtwVXZzo72RSZgwcPYtGiRWjfvr3oKMKV62rx+DeHUFpdi7gIX8y+q7XoSER26en+zeHv6Yq0ggp8szdddByyAL3BiGV70gEAU/tGcWEDyaPIlJeXY8KECVi8eDF8fX1FxxHKaJTw/PeJSM0vR5C3Kz6f0BmuLpzcS3QtXlo1Xh5qWo79382puFiuE5yIbte6Y+dxvqQa/p6uGNMxVHQcsgMuogOYY8aMGRg5ciQGDRqEt99++4bP1el00On+92ZVWloKANDr9dDr9RbLdOlYljymOT7degYbT+RBrVLg03Ed4OumsnmGhhA1XnLEsTKfOWM1pn0Qvt7rhaScMvxnQzLmOukVTEc4ryRJwhc7zgAAJnYPg1IyQq+3/EeGjjBWtmLNsTL3mArJzqfzf/fdd5g3bx4OHjwIrVaLO++8Ex07dsSCBQuu+fzZs2djzpw5Vz2+cuVKuLvLe7v+Y4UKLEkxXX15qJkBPQLt+j8dkd04Uwp8nOQCBSS81N6AJh6iE1FDnC4BPjnhArVSwuzOBniqRScia6qsrMT48eNRUlICb2/v6z7Prq/IZGVl4bnnnsOmTZug1Zq32dG//vUvPP/88/V/Ly0tRVhYGIYMGXLDgbhVer0emzZtwuDBg6FWW///ptP55Xjli/0ADJjUPQxvjIq1+ve0JFuPl5xxrMx3K2N15vujWHs8F9vLArD8/i5ON7fCEc6r6SsOA7iA++PCMNaKV9YcYaxsxZpjdekTlZux6yITHx+P/Px8dO7cuf4xg8GAHTt24NNPP4VOp4NKdfn8EFdXV7i6ul51LLVabZUT0lrH/buSKj2eWnUEFToDukf54Y272kKtksX0pqvYYrwcBcfKfOaM1SujWuOv5HzsTyvCllMXMaxtiI3S2Re5nldnL5RjS4rpruaP3dHMJv8GuY6VCNYYK3OPZ9c/DQcOHIhjx44hMTGx/k+XLl0wYcIEJCYmXlViHJHBKGHmd4eRVlCBJo3c8H8TOsu2xBCJ1KSRG6bfYdpzZN66k6jWGwQnolvx5a40AMCg2EBEB3gKTkP2xK6vyHh5eaFt27aXPebh4YHGjRtf9bij+mjTKWxNuQBXFyUWTYpDY8+rrzYRkXmeuLMZfjiUjazCKny5Kw0z+jcXHYnMUFhRg58TsgHwdgR0Nf5qb8fWHTuPT7eeBgC8d197tG3iIzgRkby5a1wwa3grAMBnW08jv7RacCIyx7f7MlCtN6JtE290j+IO5nQ52RWZbdu2XXfFkiNJzi3Fiz8eAQA81jcKd3dqIjgRkWMY0zEUncIbobLGgPc3pIiOQzehqzXg670ZAEy3I3C2Sdp0c7IrMs6guLIGj38Tj8oaA/o098c/h7USHYnIYSgUCrw5ug0A4Kf4bBzNLhYbiG7o98QcFJTrEOKjxYh2zjlBm26MRcbO1BqMeGbVYWQWViLMzw2fPNQJLpzcS2RRHcMa4d66q5xzVp/g3bHtlCRJ+HKnaZLvI70iudCBrolnhZ15f0MKdqYWwE2twheTusDXQyM6EpFDenlYK7ipVYjPKMIfR3JEx6Fr2JlagJS8MnhoVBjXLVx0HLJTLDJ25PfEc/hix1kAwIdjOyA2xHIb+BHR5YJ9tJjRvxkA4N31yaiq4XJse7Okbsn12K5h8HHjfi50bSwyduL4uRK8/NNRAMCM/s34WTCRDUzrG40mjdxwvqQai+ru4UP2ISW3DDtOXYBSAUzpHSU6DtkxFhk7cLFch+nL46GrNaJ/TACeHxwjOhKRU9CqVXhlhOl2Hwu3n0FOcZXgRHTJl7tMV6eHtQ1GmJ+875NH1sUiI5jeYMSMlQk4V1yFKH8PLBjXCSollxcS2cqIdsHoFumHar0R765PFh2HAOSXVeO3w6Z5S1P7cAM8ujEWGcHmrT2JfWcL4enqgsUPx/FzYCIbUygUeGN0aygUwB9HchCfUSg6ktNbsTcDNQYjOoc3QlyEr+g4ZOdYZAT68VAWlu1JBwDMH9sBzQO9xAYiclJtm/jgwS5hAEzLsY1GLscWparGgOX7TBvg8XYEZA4WGUESs4rx6m/HAQAzB7XAkDbBghMRObcXhsTA09UFR7NL8Mvhc6LjOK1fDmejqFKPMD83DOX7IpmBRUaA/LJqPLE8HjW1RgxpHYRnB7QQHYnI6QV4ueKZAaabSL73ZzLKdbWCEzkfo/F/G+A92iuK8wXJLCwyNlZTa8STKxKQW1qNFoGemP9gRyj5PyuRXXikdyQiG7vjQpkO/1d3w1aynS3J+ThbUAEvrQvGdg0THYdkgkXGxmavTkJ8RhG8tC744uEu8HR1ER2JiOq4uqjw6sjWAEybsWUVVgpO5FyW1C25Ht8tnO+NZDYWGRv6dn8GVu7PhEIBfPxQJ0T5e4iORERXGBQbiD7N/VFTa8S/150UHcdpHD9Xgn1nC+GiVOCR3pGi45CMsMjYyKH0Qsz+IwkA8NLQGPSPCRSciIiuRaFQ4PVRraFUAOuP52LvmYuiIzmFJTtNV2NGtg9BiI+b4DQkJywyNpBbUo0nViRAb5Awsl0InuzXTHQkIrqBmGAvTOwRAQB4a80JGLgc26rOl1RhzdHzAIDHuOSabhGLjJVV6w2YviIeBeU6tAr2wn8eaA+FgpN7iezdPwa1hI+bGifPl+L7g1mi4zi0ZXvSUWuU0CPaD22b+IiOQzLDImNFkiThtd+O40hWMRq5q7H44S5w13ACG5Ec+HpoMHOQaWuEDzemoLRaLziRYyrX1WLl/kwAwDTejoAagEXGir7ek46f4rOhVACfje/MG58RyczEHhFoHuiJixU1+GRzqug4DunHQ1koq65FtL8HBrTi3EG6dSwyVrL3zEXMXWta8fDKiFj0bu4vOBER3Sq1SonXRprujv3V7nScvVAuOJFjMRglLN1t2gBvSp8o7qlFDcIiYwXZRZWYsTIBBqOEezo1wdQ+UaIjEVED3RkTiAGtAlFrlDBvLZdjW9LGpFxkFVbB112N+zo3FR2HZIpFxsKqagyYvjwehRU1aNvEG+/c246Te4lk7tWRsXBRKrA5OR87Tl0QHcdhLK5bcj2xRwTcNCrBaUiuWGQsSJIkzPrlKJJyStHYQ4NFk7pAq+b/nERy1yzAE5N7RQIA5q45Ab3BKDaQA4jPKEJCZjE0KiUm9YwQHYdkjEXGgpbsTMPviTlwUSrwfxM6o0kjbupE5CieHdgCfh4apOaX49t9GaLjyN6XdbcjGNMxFIFeWsFpSM5YZCxkZ+oFvLPe9Pn5G6Nbo3t0Y8GJiMiSfNzUeGFISwDAR3+loqiiRnAi+coqrMSfx3MBANO4AR7dJhYZC8i4WIGnVx6GUQIe7BKGST14mZTIEY3rGo5WwV4oqdJjwV+nRMeRraW702CUgL4t/BET7CU6Dskci8xtqtDV4vFv4lFSpUen8EZ46+42nNxL5KBUSgXeGG26O/aK/Zk4lVcmOJH8lFTp8UPdTsm8HQFZAovMbZAk4J+/HEdKXhkCvFyxcGIcXF04uZfIkfVq5o+hbYJgMEqYu+YEJIn3YboV3x3IREWNATFBXujbgvtr0e1jkbkNm84psOFEPtQqBRZOjEOQNyesETmDV0e0hkalxM7UAmw+mS86jmzoDUYs25MOAJjaN4pXr8kiWGQaaGvKBazLMg3f3DFtERfhKzgREdlKeGN3TO1r2uhy3rqTqKnlcmxzrDt2HudLquHv6YoxHUNFxyEHwSLTAJIkYdmeDEhQYHy3phjXLVx0JCKysRn9myPAyxVpBRX4uu4qA12fJEn1G+BN7hnBj+HJYlhkGkChUGDRxE4YGWbAq8NbiY5DRAJ4urrgpaExAICPN6eioFwnOJF9259WiOPnSqFVKzGBKzvJglhkGkirVmFIUwkaFw4hkbO6v3NTtGvigzJdLT7cmCI6jl1bstN0c8j7OjeFn4dGcBpyJPwpTETUQEqlAm/WLcf+7mAWknJKBCeyT2cvlGNzch4A012uiSyJRYaI6DZ0ifTD6A6hkCTgrdVcjn0tS3enQZKAQbGBaBbgKToOORgWGSKi2zRreCto1UrsTyvE+rqt98mkqKIGP8VnAwCm9uEGeGR5LDJERLepSSM3PH5HMwDAv9edRLXeIDiR/fh2fwaq9Ua0beKNHtF+ouOQA2KRISKygCf6RSPER4vsoip8uStNdBy7oKs14Ou9pjuFT+sTzQ3wyCpYZIiILMBd44JZddsxfLb1NPJKqwUnEu+PxBxcKNMh2FuLke1DRMchB8UiQ0RkIXd1CEXn8EaorDHg/T+dezm2JEn1V6Ye6R0JtYo/bsg6eGYREVmIQqHAm6PbAAB+TshGYlax2EAC7UwtQHJuGdw1KjzE3c/JilhkiIgsqENYI9zXuSkA4K3VSU67HHtJ3dWYsV3C4OOmFpyGHBmLDBGRhb08LAbuGhUSMovxx5Ec0XFsLiW3DDtOXYBSAUzlBnhkZSwyREQWFuStxYz+zQEA765PRmVNreBEtvXlLtPNIYe1DUaYn7vgNOToWGSIiKxgap8oNPV1w/mSaizcflZ0HJvJL6vGb4dNV6G4AR7ZAosMEZEVaNUqvDoiFgCwaPsZnCuuEpzINlbszUCNwYjO4Y0QF+ErOg45ARYZIiIrGdY2GN2j/KCrNeLd9cmi41hdVY0By/fVbYDXl1djyDZYZIiIrEShUOCN0a2hUACrj+TgYHqh6EhW9cvhbBRV6hHm54ahbYJFxyEnwSJDRGRFbUJ9MK5rGADT3bGNRsdcjm00Svhyp2nJ9aO9oqBS8nYEZBssMkREVvbCkBh4ubrg2LkS/JSQLTqOVWxNycfZggp4aV0wtq64EdkCiwwRkZX5e7ri2YEtAAD/2ZCCcp3jLcdevNO0Mmt8t3B4uroITkPOhEWGiMgGJveKRJS/By6U6fDZ1tOi41jU8XMl2He2EC5KBR7pHSk6DjkZFhkiIhvQuCjrl2N/uTMNGRcrBCeynCV1V2NGtg9BiI+b4DTkbFhkiIhsZGBsIPq28EeNwYh/rzspOo5FnC+pwpqj5wEA07gBHgnAIkNEZCMKhQKvj2oNlVKBDUl52HOmQHSk27ZsTzpqjRK6R/mhXVMf0XHICbHIEBHZUMsgL0zsHg7AtBzbIOPl2BW6WqzcnwkAeIwb4JEgLDJERDY2c1BL+LipkZxbhu8OZoqO02A/HMpCWXUtov09MKBVoOg45KRYZIiIbMzXQ4N/DDItx/5w4ymUVOkFJ7p1BqOEpbtNG+BN6RMFJTfAI0FYZIiIBJjQIwItAj1RWFGDjzenio5zyzYm5SKrsAq+7mrc17mp6DjkxFhkiIgEUKuUeH1UawDA13vSceZCueBEt2bJLtPVmIk9IuCmUQlOQ86MRYaISJA7WgZgYKtA1BolzFsrn+XYCZlFiM8ogkalxKSeEaLjkJNjkSEiEujVkbFQqxTYkpyPbSn5ouOY5dLNIcd0DEWgl1ZwGnJ2LDJERAJFB3jikV6RAIC5a05AbzCKDXQTWYWVWH/ctAHe1L5RgtMQ2XmReeedd9C1a1d4eXkhMDAQd999N1JSUkTHIiKyqGcGtkBjDw3OXKjAin0ZouPc0Fe702GUgL4t/NEq2Ft0HCL7LjLbt2/HjBkzsG/fPmzatAl6vR5DhgxBRYXj3KOEiMhbq8YLQ2IAAB9tOoXCihrBia6tpEqP7+v2vZnGDfDITth1kfnzzz/xyCOPoE2bNujQoQOWLVuGzMxMxMfHi45GRGRRD3YNQ2yIN0qra/HRplOi41zT9wczUVFjQMsgT9zRwl90HCIAdl5krlRSUgIA8PPzE5yEiMiyVEoF3qhbjv3t/gyk5JYJTnQ5vcGIr3anAzDdHFKh4AZ4ZB9cRAcwl9FoxMyZM9G7d2+0bdv2us/T6XTQ6XT1fy8tLQUA6PV66PWW2z3z0rEseUxHxvEyH8fKfI42Vl3CvTG0dSA2nMjHnNXHsWxynMUKw+2O1eqj53G+pBr+nhqMaBvoMGN+LY52XlmTNcfK3GMqJEmSxR3LnnzySaxfvx67du1C06bX30Vy9uzZmDNnzlWPr1y5Eu7u7taMSER02y5WA/9OVKFWUmBajAHt/MS/RUsS8OExFbIqFBgRZsDQpuIzkeOrrKzE+PHjUVJSAm/v608sl0WRefrpp/H7779jx44diIq68XK/a12RCQsLQ0FBwQ0H4lbp9Xps2rQJgwcPhlqttthxHRXHy3wcK/M56lh9uCkVC3ekIdzPDeue6Q1Xl9ufBXA7Y3UgvRATvjwErVqJ7S/cAT8PzW3nsWeOel5ZgzXHqrS0FP7+/jctMnb90ZIkSXjmmWfw66+/Ytu2bTctMQDg6uoKV1fXqx5Xq9VWOSGtdVxHxfEyH8fKfI42Vk8PbImfD+cgs7AK3x7IxvR+zSx27IaM1Vd7sgAA93VuiqBGHhbLYu8c7byyJmuMlbnHs+vJvjNmzMCKFSuwcuVKeHl5ITc3F7m5uaiqqhIdjYjIajxdXfDPYa0AAJ9sOY0LZbqbvMJ6zl4ox+bkPACmu1wT2Ru7LjKff/45SkpKcOeddyIkJKT+z/fffy86GhGRVd3bqQk6NPVBua4WH24UtxHo0t1pkCRgUGwgmgV4CstBdD12XWQkSbrmn0ceeUR0NCIiq1IqFXhjtGk59veHsnD8XInNMxRV1OCn+GwAwNQ+3ACP7JNdFxkiImcWF+GHuzqEQpKAt1afgK3XZny7PwPVeiPaNvFGj2ju30X2iUWGiMiOzRreClq1EgfSC7HuWK7Nvq+u1oCv95ru+8QN8MiescgQEdmx0EZueKJu1dK/151Etd5gk+/7R2IOLpTpEOytxcj2ITb5nkQNwSJDRGTnpt/RDKE+WpwrrsKSnWet/v0kScKXu9IAAI/0joRaxR8VZL94dhIR2Tk3jQr/HG5ajv3Z1jPILam26vfbdboAybllcNeo8FC3cKt+L6LbxSJDRCQDd3UIRZcIX1TpDXj/z2Srfq/FO01XY8Z2CYOPGzeEI/vGIkNEJAMKxf+WY/9y+BwOZxZZ5fuk5JZhx6kLUCqAKb25AR7ZPxYZIiKZaN+0Ee6PM900d87qEzAaLb8c+8tdpjk4Q9sEI7wxb7RL9o9FhohIRl4eGgMPjQqJWcX4/cg5ix77QpkOvx3OAQBM68sN8EgeWGSIiGQk0FuLGQOaAwDeW5+Cyppaix17+d501BiM6BTeCHERvhY7LpE1scgQEcnMlN5RCPNzQ25pNRZuO2ORY1brDVi+z7QB3mO8GkMywiJDRCQzWrUKr46IBQAs2nEW2UWVt33MnxOyUVSpR1NfNwxpHXTbxyOyFRYZIiIZGtomGD2i/aCrNeKd9be3HNto/N8GeFN6R8GFG+CRjPBsJSKSIYVCgTdGtYFSAaw9eh4H0gobfKytKfk4e6ECXloXjO0aZsGURNbHIkNEJFOtQ70xrm7n3bfWJDV4OfaSug3wxncLh6eri8XyEdkCiwwRkYy9MLglvLQuOH6uFD/FZ9/y64+fK8HesxfholRgcq9IywcksjIWGSIiGWvs6YrnBrYAALy/IQVl1fpbev2luTEj24cgtJGbxfMRWRuLDBGRzD3cMxLR/h4oKNfh062nzX7d+ZIqrD5StwFeHy65JnlikSEikjmNixKvjTItx/5qVzoyLlaY9bqv92Sg1iihe5Qf2jX1sWZEIqthkSEicgD9YwJxR8sA1BiMmLf25E2fX6Grxcr9pg3weDsCkjMWGSIiB6BQKPD6yFiolApsPJGH3acLbvj8Hw9lobS6FlH+HhjYKtBGKYksj0WGiMhBtAjywqQeEQCAt1afQK3BeM3nGYwSlu5OBwBM6RMFpVJhq4hEFsciQ0TkQGYOaoFG7mqk5JVh1cGsaz5n04lcZBZWwtddjfs7N7VxQiLLYpEhInIgjdw1eH5wSwDA/I0pKKm8ejn24roN8Cb2iICbRmXTfESWxiJDRORgxncLR8sgTxRV6vHfzamXfe1wVjHiM4qgUSkxqWeEoIRElsMiQ0TkYFxUSrw+qjUA4Ju96TidX17/ta92m1YqjekYikAvrZB8RJbEIkNE5ID6tgjAoNgg1BolvL32BADgYjWw4UQeAGBq3yiR8YgshkWGiMhBvToyFmqVAttSLmD7qQvYnquEUQL6tvBHq2Bv0fGILIJFhojIQUX5e+DR3qYrL2+vS8G+PNMya26AR46ERYaIyIE9PaA5GntokH6xEjqjAi0CPXBHC3/RsYgshkWGiMiBeWvVeGloTP3fH+0VCYWCG+CR42CRISJycA90CcPg2EA09zbirvbBouMQWRSLDBGRg1MpFfi/8R3xTBsjXNXcAI8cC4sMERERyRaLDBEREckWiwwRERHJFosMERERyRaLDBEREckWiwwRERHJFosMERERyRaLDBEREckWiwwRERHJFosMERERyRaLDBEREckWiwwRERHJFosMERERyRaLDBEREcmWi+gA1iZJEgCgtLTUosfV6/WorKxEaWkp1Gq1RY/tiDhe5uNYmY9jZT6Olfk4Vuaz5lhd+rl96ef49Th8kSkrKwMAhIWFCU5CREREt6qsrAw+Pj7X/bpCulnVkTmj0YicnBx4eXlBoVBY7LilpaUICwtDVlYWvL29LXZcR8XxMh/HynwcK/NxrMzHsTKfNcdKkiSUlZUhNDQUSuX1Z8I4/BUZpVKJpk2bWu343t7ePNFvAcfLfBwr83GszMexMh/HynzWGqsbXYm5hJN9iYiISLZYZIiIiEi2WGQayNXVFW+++SZcXV1FR5EFjpf5OFbm41iZj2NlPo6V+exhrBx+si8RERE5Ll6RISIiItlikSEiIiLZYpEhIiIi2WKRISIiItlikbmBzz77DJGRkdBqtejevTsOHDhww+f/+OOPaNWqFbRaLdq1a4d169bZKKl9uJXxWrZsGRQKxWV/tFqtDdOKsWPHDowePRqhoaFQKBT47bffbvqabdu2oXPnznB1dUXz5s2xbNkyq+e0B7c6Vtu2bbvqnFIoFMjNzbVNYIHeeecddO3aFV5eXggMDMTdd9+NlJSUm77OGd+zGjJWzvp+9fnnn6N9+/b1m9317NkT69evv+FrRJxTLDLX8f333+P555/Hm2++iYSEBHTo0AFDhw5Ffn7+NZ+/Z88ePPTQQ5g6dSoOHz6Mu+++G3fffTeOHz9u4+Ri3Op4AaadIM+fP1//JyMjw4aJxaioqECHDh3w2WefmfX8tLQ0jBw5Ev3790diYiJmzpyJadOmYcOGDVZOKt6tjtUlKSkpl51XgYGBVkpoP7Zv344ZM2Zg37592LRpE/R6PYYMGYKKiorrvsZZ37MaMlaAc75fNW3aFO+++y7i4+Nx6NAhDBgwAGPGjEFSUtI1ny/snJLomrp16ybNmDGj/u8Gg0EKDQ2V3nnnnWs+f+zYsdLIkSMve6x79+7S9OnTrZrTXtzqeH311VeSj4+PjdLZJwDSr7/+esPnvPzyy1KbNm0ue+zBBx+Uhg4dasVk9secsdq6dasEQCoqKrJJJnuWn58vAZC2b99+3ec4+3vWJeaMFd+v/sfX11dasmTJNb8m6pziFZlrqKmpQXx8PAYNGlT/mFKpxKBBg7B3795rvmbv3r2XPR8Ahg4det3nO5KGjBcAlJeXIyIiAmFhYTds+c7Mmc+rhurYsSNCQkIwePBg7N69W3QcIUpKSgAAfn5+130Ozy0Tc8YK4PuVwWDAd999h4qKCvTs2fOazxF1TrHIXENBQQEMBgOCgoIuezwoKOi6n7fn5ube0vMdSUPGKyYmBkuXLsXvv/+OFStWwGg0olevXsjOzrZFZNm43nlVWlqKqqoqQansU0hICBYuXIiff/4ZP//8M8LCwnDnnXciISFBdDSbMhqNmDlzJnr37o22bdte93nO/J51iblj5czvV8eOHYOnpydcXV3xxBNP4Ndff0Xr1q2v+VxR55TD3/2a7FPPnj0va/W9evVCbGwsFi1ahLlz5wpMRnIVExODmJiY+r/36tULZ86cwUcffYTly5cLTGZbM2bMwPHjx7Fr1y7RUeyeuWPlzO9XMTExSExMRElJCX766SdMnjwZ27dvv26ZEYFXZK7B398fKpUKeXl5lz2el5eH4ODga74mODj4lp7vSBoyXldSq9Xo1KkTTp8+bY2IsnW988rb2xtubm6CUslHt27dnOqcevrpp7FmzRps3boVTZs2veFznfk9C7i1sbqSM71faTQaNG/eHHFxcXjnnXfQoUMH/Pe//73mc0WdUywy16DRaBAXF4fNmzfXP2Y0GrF58+brfjbYs2fPy54PAJs2bbru8x1JQ8brSgaDAceOHUNISIi1YsqSM59XlpCYmOgU55QkSXj66afx66+/YsuWLYiKirrpa5z13GrIWF3Jmd+vjEYjdDrdNb8m7Jyy6lRiGfvuu+8kV1dXadmyZdKJEyekxx9/XGrUqJGUm5srSZIkTZo0SZo1a1b983fv3i25uLhIH3zwgXTy5EnpzTfflNRqtXTs2DFR/wSbutXxmjNnjrRhwwbpzJkzUnx8vDRu3DhJq9VKSUlJov4JNlFWViYdPnxYOnz4sARAmj9/vnT48GEpIyNDkiRJmjVrljRp0qT65589e1Zyd3eXXnrpJenkyZPSZ599JqlUKunPP/8U9U+wmVsdq48++kj67bffpNTUVOnYsWPSc889JymVSumvv/4S9U+wmSeffFLy8fGRtm3bJp0/f77+T2VlZf1z+J5l0pCxctb3q1mzZknbt2+X0tLSpKNHj0qzZs2SFAqFtHHjRkmS7OecYpG5gU8++UQKDw+XNBqN1K1bN2nfvn31X+vXr580efLky57/ww8/SC1btpQ0Go3Upk0bae3atTZOLNatjNfMmTPrnxsUFCSNGDFCSkhIEJDati4tEb7yz6WxmTx5stSvX7+rXtOxY0dJo9FI0dHR0ldffWXz3CLc6li99957UrNmzSStViv5+flJd955p7RlyxYx4W3sWuME4LJzhe9ZJg0ZK2d9v5oyZYoUEREhaTQaKSAgQBo4cGB9iZEk+zmnFJIkSda95kNERERkHZwjQ0RERLLFIkNERESyxSJDREREssUiQ0RERLLFIkNERESyxSJDREREssUiQ0RERLLFIkNERESyxSJDRLJiMBjQq1cv3HvvvZc9XlJSgrCwMLz66quCkhGRCNzZl4hk59SpU+jYsSMWL16MCRMmAAAefvhhHDlyBAcPHoRGoxGckIhshUWGiGTp448/xuzZs5GUlIQDBw7ggQcewMGDB9GhQwfR0YjIhlhkiEiWJEnCgAEDoFKpcOzYMTzzzDN47bXXRMciIhtjkSEi2UpOTkZsbCzatWuHhIQEuLi4iI5ERDbGyb5EJFtLly6Fu7s70tLSkJ2dLToOEQnAKzJEJEt79uxBv379sHHjRrz99tsAgL/++gsKhUJwMiKyJV6RISLZqaysxCOPPIInn3wS/fv3x5dffokDBw5g4cKFoqMRkY3xigwRyc5zzz2HdevW4ciRI3B3dwcALFq0CC+++CKOHTuGyMhIsQGJyGZYZIhIVrZv346BAwdi27Zt6NOnz2VfGzp0KGpra/kRE5ETYZEhIiIi2eIcGSIiIpItFhkiIiKSLRYZIiIiki0WGSIiIpItFhkiIiKSLRYZIiIiki0WGSIiIpItFhkiIiKSLRYZIiIiki0WGSIiIpItFhkiIiKSLRYZIiIikq3/Bw1uSLTw4roTAAAAAElFTkSuQmCC"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "y = np.array([3, 8, 1, 10])\n",
    "\n",
    "plt.title('Data')\n",
    "plt.xlabel('X')\n",
    "plt.ylabel('Y')\n",
    "\n",
    "plt.plot(y)\n",
    "\n",
    "plt.grid()\n",
    "\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "### 指定要显示的网格线\n",
    "* 在grid() 函数使用 axis 参数来指定那一条网格线可以显示\n",
    "* 参数可设置的值有: ‘x’, ‘y’, 和 ‘both’. 默认值是 ‘both’."
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "y = np.array([3, 8, 1, 10])\n",
    "\n",
    "plt.title('Data')\n",
    "plt.xlabel('X')\n",
    "plt.ylabel('Y')\n",
    "\n",
    "plt.plot(y)\n",
    "\n",
    "# plt.grid(axis='x')\n",
    "plt.grid(axis='y')\n",
    "\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  },
  {
   "cell_type": "markdown",
   "source": [
    "### 为Grid设置线属性\n",
    "grid(color = 'color', linestyle = 'linestyle', linewidth = number)"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%% md\n"
    }
   }
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "outputs": [
    {
     "data": {
      "text/plain": "<Figure size 640x480 with 1 Axes>",
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "y = np.array([3, 8, 1, 10])\n",
    "\n",
    "plt.title('Data')\n",
    "plt.xlabel('X')\n",
    "plt.ylabel('Y')\n",
    "\n",
    "plt.plot(y)\n",
    "\n",
    "plt.grid(axis='y', color='y', linestyle=':', linewidth=1.5)\n",
    "\n",
    "plt.show()"
   ],
   "metadata": {
    "collapsed": false,
    "pycharm": {
     "name": "#%%\n"
    }
   }
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}